Start with the real constraint
Do not build accounts, dashboards, and settings until the core transaction has evidence.
Rule, tool, or judgment?
Code generation may accelerate the prototype, but first-build scope is a business decision.
A practical first pass
- Name the assumption that could kill the idea.
- Choose the cheapest honest way to test it.
- Measure behavior rather than compliments.
- Automate only after the manual path repeats.
What good looks like
A useful solution has one owner, a clear input, a visible result, and a safe stopping point. It should reduce effort or uncertainty without hiding a new risk. Test the smallest version in real work, keep the evidence, and expand only when the result repeats.